Pith Number

pith:LB2ILFMA

pith:2024:LB2ILFMAH24Y7UR77X5WNGVCCL

not attested not anchored not stored refs pending

Training and Evaluating Language Models with Template-based Data Generation

Yifan Zhang

arxiv:2411.18104 v6 · 2024-11-27 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LB2ILFMAH24Y7UR77X5WNGVCCL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-17T23:39:18.290914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58748595803eb98fd23ffdfb669aa212f4cfc3f1303a6527e33853687b5b4a39

Aliases

arxiv: 2411.18104 · arxiv_version: 2411.18104v6 · doi: 10.48550/arxiv.2411.18104 · pith_short_12: LB2ILFMAH24Y · pith_short_16: LB2ILFMAH24Y7UR7 · pith_short_8: LB2ILFMA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LB2ILFMAH24Y7UR77X5WNGVCCL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 58748595803eb98fd23ffdfb669aa212f4cfc3f1303a6527e33853687b5b4a39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f67134a2c6f292b6c4faccc01511225af32ab4f86a7ba702e8685854a7ff0f4b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-27T07:32:56Z",
    "title_canon_sha256": "4554cc462a015589ccb5f9262da58050dbfbb68e2673a8e79f3b449682effa95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18104",
    "kind": "arxiv",
    "version": 6
  }
}